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88,367 次观看 • 1 个月前 •via X (Twitter)

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Respan Launch Week, Day 2: Evals Evals are one of the hardest parts of building AI applications. It is not because teams cannot run them. It is because they are hard to structure, hard to compare, and even harder to improve over time. So teams end up guessing. Did this prompt actually get better? Is this model really an improvement? We built Evals in Respan to make this systematic. You define: - what you want to test, such as prompts, models, or configs - the dataset, from production logs or test cases - the evaluators, whether LLM, code, human, or a mix Then you run experiments and compare results side by side. Same inputs. Same evaluation. Clear answers. No more guessing. Start running your first eval.
2:13

Respan Launch Week, Day 2: Evals Evals are one of the hardest parts of building AI applications. It is not because teams cannot run them. It is because they are hard to structure, hard to compare, and even harder to improve over time. So teams end up guessing. Did this prompt actually get better? Is this model really an improvement? We built Evals in Respan to make this systematic. You define: - what you want to test, such as prompts, models, or configs - the dataset, from production logs or test cases - the evaluators, whether LLM, code, human, or a mix Then you run experiments and compare results side by side. Same inputs. Same evaluation. Clear answers. No more guessing. Start running your first eval.

Respan

127,602 次观看 • 2 个月前

NEWS: Ford has announced that its upcoming ~$30,000 mid-size electric truck will have 48v architecture and have 15% more aerodynamic efficiency than any other pickup truck on the market today. EV truck info: • LFP battery (prismatic). Structural battery, a first for Ford. LFP Battery made in Michigan. • New regen-braking design that saves $100 in battery cost. • Ford says "if the same battery was married to the aerodynamics of the most aerodynamically efficient mid-size gas truck in the U.S., we believe our new electric truck would have nearly 50 miles or 15% more driving range. And a 30% improvement at highway speeds." • Truck uses unicastings (gigacastings) • Reduces parts by 20% versus a typical vehicle, with 25% fewer fasteners, 40% fewer workstations dock-to dock in the plant & 15% faster assembly time. • Side mirror body size is 20% smaller than a conventional mirror, adding ~1.5 miles of range. • New tire wake design: "We guided the front tire wake directly toward the rear tires, effectively "hiding" the rear wheels." This adds 4.5 miles of range. • Wiring harness is more than 4,000 feet (1.3 kilometers) shorter and 22lbs kilograms lighter than the one used in their first-gen electric SUV. • The new midsize truck is forecasted to have more passenger room than the latest Toyota RAV4, even before you include the frunk and the truck bed. • The new midsize truck will have a targeted 0-60 time of 4.5s. • Completely redesigned EV architecture • Deliveries start in the U.S. in 2027 with a target starting MSRP of $30,000. Ford: "If we succeed, we will have a family of vehicles that we expect to compete on price with the best in the world, including gas vehicles. We used a Formula 1-inspired development cycle to develop this vehicle. We shifted our focus toward a "fail fast, learn faster" mentality."
10:47

NEWS: Ford has announced that its upcoming ~$30,000 mid-size electric truck will have 48v architecture and have 15% more aerodynamic efficiency than any other pickup truck on the market today. EV truck info: • LFP battery (prismatic). Structural battery, a first for Ford. LFP Battery made in Michigan. • New regen-braking design that saves $100 in battery cost. • Ford says "if the same battery was married to the aerodynamics of the most aerodynamically efficient mid-size gas truck in the U.S., we believe our new electric truck would have nearly 50 miles or 15% more driving range. And a 30% improvement at highway speeds." • Truck uses unicastings (gigacastings) • Reduces parts by 20% versus a typical vehicle, with 25% fewer fasteners, 40% fewer workstations dock-to dock in the plant & 15% faster assembly time. • Side mirror body size is 20% smaller than a conventional mirror, adding ~1.5 miles of range. • New tire wake design: "We guided the front tire wake directly toward the rear tires, effectively "hiding" the rear wheels." This adds 4.5 miles of range. • Wiring harness is more than 4,000 feet (1.3 kilometers) shorter and 22lbs kilograms lighter than the one used in their first-gen electric SUV. • The new midsize truck is forecasted to have more passenger room than the latest Toyota RAV4, even before you include the frunk and the truck bed. • The new midsize truck will have a targeted 0-60 time of 4.5s. • Completely redesigned EV architecture • Deliveries start in the U.S. in 2027 with a target starting MSRP of $30,000. Ford: "If we succeed, we will have a family of vehicles that we expect to compete on price with the best in the world, including gas vehicles. We used a Formula 1-inspired development cycle to develop this vehicle. We shifted our focus toward a "fail fast, learn faster" mentality."

Sawyer Merritt

420,692 次观看 • 4 个月前

Elon Musk just explained why you can get everything you begged for and still feel like you’re losing. Musk: “Happiness is reality minus expectations.” That’s not philosophy. That’s arithmetic. Every self-help book ever written. Every morning routine. Every productivity guru. All built around one side of that equation. Work harder. Earn more. Optimize your body. Optimize your habits. Optimize your entire existence. Nobody tells you to solve for the other variable. Because there’s no product to sell for wanting less. Musk: “If you just go try living in the woods by yourself for a while, you’ll learn that civilization is quite great.” Same civilization you resented yesterday. Same apartment. Same commute. Two nights sleeping in the dirt and suddenly it feels like a miracle. Nothing changed except the number you were subtracting. The wealthiest generation in human history is also the most medicated. Not because reality got worse. Because a device in your pocket rewrites the other side of the equation every time you unlock it. You can double your income. Your status. Your entire life. And if expectations triple, you lose ground. The math doesn’t care how hard you worked. This is why Elon builds. He doesn’t lower expectations. He forces reality so far upward that the equation solves itself. You don’t beat the formula by wanting less. You beat it by building something no screen can subtract from.
0:33

Elon Musk just explained why you can get everything you begged for and still feel like you’re losing. Musk: “Happiness is reality minus expectations.” That’s not philosophy. That’s arithmetic. Every self-help book ever written. Every morning routine. Every productivity guru. All built around one side of that equation. Work harder. Earn more. Optimize your body. Optimize your habits. Optimize your entire existence. Nobody tells you to solve for the other variable. Because there’s no product to sell for wanting less. Musk: “If you just go try living in the woods by yourself for a while, you’ll learn that civilization is quite great.” Same civilization you resented yesterday. Same apartment. Same commute. Two nights sleeping in the dirt and suddenly it feels like a miracle. Nothing changed except the number you were subtracting. The wealthiest generation in human history is also the most medicated. Not because reality got worse. Because a device in your pocket rewrites the other side of the equation every time you unlock it. You can double your income. Your status. Your entire life. And if expectations triple, you lose ground. The math doesn’t care how hard you worked. This is why Elon builds. He doesn’t lower expectations. He forces reality so far upward that the equation solves itself. You don’t beat the formula by wanting less. You beat it by building something no screen can subtract from.

Dustin

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‼️EXCLUSIVE: Unseen SIDE ANGLE of the Charlie Kirk Tragedy—5-Minute RAW Footage of Charlie Kirk’s Final Moments 👀 I was sent this exclusive video from a witness who was filming from the left side of the amphitheatre at Utah Valley University on September 10, 2025 — the day Charlie Kirk was assassinated. This raw 5-minute clip captures the critical final moments leading up to the tragedy: the audience question about Charlie’s views on the LDS Church, followed immediately by Hunter Kozak asking his final question right before the big bang. You can feel the tension building in real time. This is one of the closet, clearest vantage points showing the right side we’ve been able to find yet. Watch it here and tell me what stands out to you the most. 1st version is enhanced audio, 2nd is the raw audio. RT this everywhere —We can't let them bury the truth.
9:36

‼️EXCLUSIVE: Unseen SIDE ANGLE of the Charlie Kirk Tragedy—5-Minute RAW Footage of Charlie Kirk’s Final Moments 👀 I was sent this exclusive video from a witness who was filming from the left side of the amphitheatre at Utah Valley University on September 10, 2025 — the day Charlie Kirk was assassinated. This raw 5-minute clip captures the critical final moments leading up to the tragedy: the audience question about Charlie’s views on the LDS Church, followed immediately by Hunter Kozak asking his final question right before the big bang. You can feel the tension building in real time. This is one of the closet, clearest vantage points showing the right side we’ve been able to find yet. Watch it here and tell me what stands out to you the most. 1st version is enhanced audio, 2nd is the raw audio. RT this everywhere —We can't let them bury the truth.

Project Constitution

1,372,459 次观看 • 1 个月前

David Friedberg: The AI Jobs Panic Is a Crock of Sh*t Why? The revenue potential outweighs the cost savings by 100x. “There is no job loss with AI. I've said it a thousand times, and I will say it again, and again, and again. What I see on the ground, and what I've seen at dozens of companies, including my company that I run, there are two sides to a business. There is revenue and there’s costs. On the cost side of the equation, AI can be used to reduce humans doing things that cost money, to some extent. The effect there, I would argue, is nominal. The real opportunity with AI is on the revenue side, where suddenly one engineer can do 100x or 1000x what they used to be able to do, meaning you can make more products at your company, whether those are agricultural seed products, or boats and ships, or software for companies, or clothing, or what have you. Because of AI, everyone has the ability to expand their revenue base to create more products, and that is the foundation of good economic prosperity. It is called productivity. We can grow productivity in this country with AI. So where I see AI being used is on the revenue side 100x more than the cost side. And in that equation, people are hiring like crazy. We cannot hire enough people. I just had a review meeting with my product and engineering team two days ago, and they're like, ‘We want to add an extra 15 headcount to our engineering squads because we have all this opportunity to do stuff that we couldn't otherwise do.’ So we are going to hire more people. And to Sacks' point, we are seeing that show up in the jobs numbers. The idea that AI is going to destroy jobs is a Luddite idea that is being disproven every single day, and I see it on the ground. It is only a matter of time before people wake up to this and they realize that this narrative that they've all been sold is a crock of sh*t.”
1:42

David Friedberg: The AI Jobs Panic Is a Crock of Sh*t Why? The revenue potential outweighs the cost savings by 100x. “There is no job loss with AI. I've said it a thousand times, and I will say it again, and again, and again. What I see on the ground, and what I've seen at dozens of companies, including my company that I run, there are two sides to a business. There is revenue and there’s costs. On the cost side of the equation, AI can be used to reduce humans doing things that cost money, to some extent. The effect there, I would argue, is nominal. The real opportunity with AI is on the revenue side, where suddenly one engineer can do 100x or 1000x what they used to be able to do, meaning you can make more products at your company, whether those are agricultural seed products, or boats and ships, or software for companies, or clothing, or what have you. Because of AI, everyone has the ability to expand their revenue base to create more products, and that is the foundation of good economic prosperity. It is called productivity. We can grow productivity in this country with AI. So where I see AI being used is on the revenue side 100x more than the cost side. And in that equation, people are hiring like crazy. We cannot hire enough people. I just had a review meeting with my product and engineering team two days ago, and they're like, ‘We want to add an extra 15 headcount to our engineering squads because we have all this opportunity to do stuff that we couldn't otherwise do.’ So we are going to hire more people. And to Sacks' point, we are seeing that show up in the jobs numbers. The idea that AI is going to destroy jobs is a Luddite idea that is being disproven every single day, and I see it on the ground. It is only a matter of time before people wake up to this and they realize that this narrative that they've all been sold is a crock of sh*t.”

The All-In Podcast

151,798 次观看 • 1 个月前

BBREAKING: A German robotics startup from Stuttgart just gave robots imagination: Production robotics system where robots evaluate the long-term consequences of their actions before executing them in live industrial environments. Until now, every production robot optimised actions locally; reacting to what it sees right now. The problem? Small errors early in a sequence compound over time. A slightly off pick leads to a jam three steps later. A marginal placement leads to a collision five steps after that. Cortex 2.0 from Sereact introduces decision-grounded world models directly into live operations. The system evaluates alternative action sequences, predicts how risk accumulates, and estimates the likelihood of entering unrecoverable states, before the robot commits. The world model is trained exclusively on real-world execution data. No synthetic simulation. No approximate environment models. Learned from how robots actually fail, recover, and succeed in production. Works across form factors, pick-and-place arms, dual-arm systems, and humanoids. One intelligence layer, any robot body. The Stuttgart-based company Sereact raised a €25M Series A led by Creandum last year, backed by Air Street Capital Capital, Point Nine 🇺🇦 and angels including Nico Rosberg. They already run some of the most productive AI-driven robotic systems in live warehouse environments, with customers including Daimler Truck AG and Bol. ... Stuttgart, not San Francisco. 🇩🇪 Kudos to Ralf Gulde and team! Credit:
0:39

BBREAKING: A German robotics startup from Stuttgart just gave robots imagination: Production robotics system where robots evaluate the long-term consequences of their actions before executing them in live industrial environments. Until now, every production robot optimised actions locally; reacting to what it sees right now. The problem? Small errors early in a sequence compound over time. A slightly off pick leads to a jam three steps later. A marginal placement leads to a collision five steps after that. Cortex 2.0 from Sereact introduces decision-grounded world models directly into live operations. The system evaluates alternative action sequences, predicts how risk accumulates, and estimates the likelihood of entering unrecoverable states, before the robot commits. The world model is trained exclusively on real-world execution data. No synthetic simulation. No approximate environment models. Learned from how robots actually fail, recover, and succeed in production. Works across form factors, pick-and-place arms, dual-arm systems, and humanoids. One intelligence layer, any robot body. The Stuttgart-based company Sereact raised a €25M Series A led by Creandum last year, backed by Air Street Capital Capital, Point Nine 🇺🇦 and angels including Nico Rosberg. They already run some of the most productive AI-driven robotic systems in live warehouse environments, with customers including Daimler Truck AG and Bol. ... Stuttgart, not San Francisco. 🇩🇪 Kudos to Ralf Gulde and team! Credit:

Ilir Aliu

72,419 次观看 • 4 个月前

Build a humanoid robot yourself! 🪚 OpenArm is an open-source humanoid robot. It comes with full CAD, control code, firmware, and simulation tools, everything needed to build, modify, and operate it. The arms are designed to be compliant and backdrivable. Teleoperation is supported, with force feedback and real-time gravity compensation so operators can guide the arm naturally. Super important, on the simulation side, OpenArm works with platforms like MuJoCo and Isaac Sim, letting developers test policies in virtual environments before running on hardware. Assemble it yourself from a kit or get it prebuilt, the goal is accessibility for research labs, small teams, and enthusiasts. The project is run by Enactic in Tokyo, Japan, and aims to lower the barrier for experimenting with dexterous manipulation. Let's put robotics in mainstream! 🔥🔥 P.S. I put the project page in the comments!
1:07

Build a humanoid robot yourself! 🪚 OpenArm is an open-source humanoid robot. It comes with full CAD, control code, firmware, and simulation tools, everything needed to build, modify, and operate it. The arms are designed to be compliant and backdrivable. Teleoperation is supported, with force feedback and real-time gravity compensation so operators can guide the arm naturally. Super important, on the simulation side, OpenArm works with platforms like MuJoCo and Isaac Sim, letting developers test policies in virtual environments before running on hardware. Assemble it yourself from a kit or get it prebuilt, the goal is accessibility for research labs, small teams, and enthusiasts. The project is run by Enactic in Tokyo, Japan, and aims to lower the barrier for experimenting with dexterous manipulation. Let's put robotics in mainstream! 🔥🔥 P.S. I put the project page in the comments!

Lukas Ziegler

232,873 次观看 • 9 个月前

NEWS: Ford has officially unveiled its new electric vehicle platform and its next-generation vehicle production system. Ford Universal EV Platform Details: • Reduces parts by 20% versus a typical vehicle, with 25% fewer fasteners, 40% fewer workstations dock-to-dock in the plant and 15% faster assembly time. • Ford says "Lower cost of ownership over five years than a three-year-old used Tesla Model Y." • Wiring harness in the new midsize truck; more than 4,000 feet (1.3 kilometers) shorter and 10 kilograms lighter than the one used in our first-gen electric SUV • Lithium iron phosphate (LFP) prismatic batteries enable space and weight and cost savings. It's a structural sub-assembly that also serves as the vehicle’s floor • The new midsize truck is forecasted to have more passenger room than the latest Toyota RAV4, even before you include the frunk and the truck bed. You can lock your surfboards or other gear in that bed – no roof rack or trailer hitch racks required • The new midsize truck will have a targeted 0-60 time as fast as a Mustang EcoBoost, with more downforce. Ford Universal EV Production System Details: • Transforming the traditional assembly line into an “assembly tree”. Instead of one long conveyor, three sub-assemblies run down their own lines simultaneously and then join together • Large single-piece aluminum unicastings replace dozens of smaller parts, enabling the front and rear of the vehicle to be assembled separately. • The front and rear are then combined with the third sub-assembly, the structural battery, which is independently assembled with seats, consoles and carpeting, to form the vehicle. • Parts travel down the assembly tree to operators in a kit. Within that kit, all fasteners, scanners and power tools required for the job are included. • Assembly of the new midsize electric truck could be up to 40% faster than Louisville Assembly Plant’s current vehicles. Some of that time will be reinvested into insourcing and automation to improve quality and cost, ultimately netting a 15% speed improvement. Ford: "A simple, efficient, flexible ecosystem to deliver a family of affordable, electric, software-defined vehicles – the first of which is a midsize, four-door electric pickup that will be assembled at Ford’s Louisville Assembly Plant for U.S. and export markets. Its launch is scheduled for 2027. It will have a target starting MSRP at about $30,000 USD." Ford says it is going to deliver a family of affordable, adaptable electric vehicles that offer multiple body styles for work and play — including for export — and whose LFP batteries will be assembled in America, not imported from China. Additional specifications for the midsize electric truck – including reveal date, starting price, EPA-estimated battery range, battery sizes and charge times – will be communicated later. Ford’s $2B investment in their Louisville Assembly Plant is in addition to its previously announced $3 billion investment in BlueOval Battery Park Michigan, which will build the prismatic LFP batteries for the midsize electric truck starting next year. Together, the investments total approximately $5 billion, and between the two plants, Ford expects to create or secure nearly 4,000 direct jobs.
4:05

NEWS: Ford has officially unveiled its new electric vehicle platform and its next-generation vehicle production system. Ford Universal EV Platform Details: • Reduces parts by 20% versus a typical vehicle, with 25% fewer fasteners, 40% fewer workstations dock-to-dock in the plant and 15% faster assembly time. • Ford says "Lower cost of ownership over five years than a three-year-old used Tesla Model Y." • Wiring harness in the new midsize truck; more than 4,000 feet (1.3 kilometers) shorter and 10 kilograms lighter than the one used in our first-gen electric SUV • Lithium iron phosphate (LFP) prismatic batteries enable space and weight and cost savings. It's a structural sub-assembly that also serves as the vehicle’s floor • The new midsize truck is forecasted to have more passenger room than the latest Toyota RAV4, even before you include the frunk and the truck bed. You can lock your surfboards or other gear in that bed – no roof rack or trailer hitch racks required • The new midsize truck will have a targeted 0-60 time as fast as a Mustang EcoBoost, with more downforce. Ford Universal EV Production System Details: • Transforming the traditional assembly line into an “assembly tree”. Instead of one long conveyor, three sub-assemblies run down their own lines simultaneously and then join together • Large single-piece aluminum unicastings replace dozens of smaller parts, enabling the front and rear of the vehicle to be assembled separately. • The front and rear are then combined with the third sub-assembly, the structural battery, which is independently assembled with seats, consoles and carpeting, to form the vehicle. • Parts travel down the assembly tree to operators in a kit. Within that kit, all fasteners, scanners and power tools required for the job are included. • Assembly of the new midsize electric truck could be up to 40% faster than Louisville Assembly Plant’s current vehicles. Some of that time will be reinvested into insourcing and automation to improve quality and cost, ultimately netting a 15% speed improvement. Ford: "A simple, efficient, flexible ecosystem to deliver a family of affordable, electric, software-defined vehicles – the first of which is a midsize, four-door electric pickup that will be assembled at Ford’s Louisville Assembly Plant for U.S. and export markets. Its launch is scheduled for 2027. It will have a target starting MSRP at about $30,000 USD." Ford says it is going to deliver a family of affordable, adaptable electric vehicles that offer multiple body styles for work and play — including for export — and whose LFP batteries will be assembled in America, not imported from China. Additional specifications for the midsize electric truck – including reveal date, starting price, EPA-estimated battery range, battery sizes and charge times – will be communicated later. Ford’s $2B investment in their Louisville Assembly Plant is in addition to its previously announced $3 billion investment in BlueOval Battery Park Michigan, which will build the prismatic LFP batteries for the midsize electric truck starting next year. Together, the investments total approximately $5 billion, and between the two plants, Ford expects to create or secure nearly 4,000 direct jobs.

Sawyer Merritt

202,030 次观看 • 11 个月前

Ankur Nagpal (Ankur Nagpal) recently sold Carry and became a GP at USVC, a public markets fund led by Naval. What I always loved about Ankur is his honesty: from first-time founders figuring out whether to raise, to seasoned operators thinking about what comes after the exit, Ankur makes the messy, emotional side of building companies. We cover - Why most people should never raise venture capital - The three things he looks for in founders (and why the third one is controversial) - From reading Losing My Virginity at 13 to wanting to buy a sports team and put himself on the roster - SO much more! Timestamps 00:00 Intro 00:55 Twice Lucky, Still Humble 05:53 Confidence Is Just Age 08:18 Stress Beats Every Biohack 12:28 Venture Investing for Everyone 19:17 What Makes a Great Founder 23:05 Emotional Runway Kills First 27:53 Don't Raise Venture Capital 30:02 Your Happy Number 34:17 The $20K That Becomes Millions 37:42 Finding Your Zone of Genius 41:59 Read for Joy, Not Optimization 48:23 Maximize Your Surface Area I hope you enjoy this one!! Ankur Nagpal (Ankur Nagpal ) joins Naval Ravikant to Disrupt Venture Capital: available on all major platforms
48:52

Ankur Nagpal (Ankur Nagpal) recently sold Carry and became a GP at USVC, a public markets fund led by Naval. What I always loved about Ankur is his honesty: from first-time founders figuring out whether to raise, to seasoned operators thinking about what comes after the exit, Ankur makes the messy, emotional side of building companies. We cover - Why most people should never raise venture capital - The three things he looks for in founders (and why the third one is controversial) - From reading Losing My Virginity at 13 to wanting to buy a sports team and put himself on the roster - SO much more! Timestamps 00:00 Intro 00:55 Twice Lucky, Still Humble 05:53 Confidence Is Just Age 08:18 Stress Beats Every Biohack 12:28 Venture Investing for Everyone 19:17 What Makes a Great Founder 23:05 Emotional Runway Kills First 27:53 Don't Raise Venture Capital 30:02 Your Happy Number 34:17 The $20K That Becomes Millions 37:42 Finding Your Zone of Genius 41:59 Read for Joy, Not Optimization 48:23 Maximize Your Surface Area I hope you enjoy this one!! Ankur Nagpal (Ankur Nagpal ) joins Naval Ravikant to Disrupt Venture Capital: available on all major platforms

luba yudasina

38,927 次观看 • 2 个月前

Ex-Google CEO Eric Schmidt drops a stark warning: The AI revolution is underhyped—and we're nowhere near ready. In the next year: AI programmers replacing human coders. AI mathematicians rivaling top grad students. This isn't chatbots—it's reasoning/planning systems we've never seen. Superintelligence (smarter than humans) could arrive within a decade, and America must get there first. The real crisis? Energy. AI needs massive computation → massive power. - Planning 10-gigawatt data centers (10× average U.S. nuclear plant's output). - Estimates: +29 GW needed by 2027, +67 GW by 2030 (equivalent to dozens of new nuclear plants—while we're building almost none). Schmidt: "We need energy in all forms... renewable, non-renewable, whatever. It needs to be there, and quickly." Fusion won't save us in time. Clip from this 2:46 high-stakes talk—ex-Google boss sounding the alarm on the AI energy crunch. Is the U.S. sleepwalking into an AI power crisis? Or will they finally build the infrastructure to win the race? Your thoughts—seriously, drop them below.
2:46

Ex-Google CEO Eric Schmidt drops a stark warning: The AI revolution is underhyped—and we're nowhere near ready. In the next year: AI programmers replacing human coders. AI mathematicians rivaling top grad students. This isn't chatbots—it's reasoning/planning systems we've never seen. Superintelligence (smarter than humans) could arrive within a decade, and America must get there first. The real crisis? Energy. AI needs massive computation → massive power. - Planning 10-gigawatt data centers (10× average U.S. nuclear plant's output). - Estimates: +29 GW needed by 2027, +67 GW by 2030 (equivalent to dozens of new nuclear plants—while we're building almost none). Schmidt: "We need energy in all forms... renewable, non-renewable, whatever. It needs to be there, and quickly." Fusion won't save us in time. Clip from this 2:46 high-stakes talk—ex-Google boss sounding the alarm on the AI energy crunch. Is the U.S. sleepwalking into an AI power crisis? Or will they finally build the infrastructure to win the race? Your thoughts—seriously, drop them below.

Camus

54,811 次观看 • 4 个月前

There was a time when we nearly went bankrupt. Not once, multiple times. We were swiping credit cards to make payroll. Scrambling for loans. Doing whatever it took to stay in the game. The early years of building our firm weren’t glamorous. They were gritty. Ugly, even. But it was during one of the worst economic periods—the Savings and Loan Crisis—when the market was frozen, banks weren’t selling paper, and opportunity felt extinct, that we learned the most important lesson of all: Perseverance is the real capital. It’s easy to believe that economic success follows a straight line. The media loves a “skyrocket” story. But it's never that clear-cut or simple. Survival is underrated. The firms and individuals who make it through the lean years by grinding, innovating, and refusing to give up, emerge stronger, smarter, and more dangerous (in a good way) than ever before. Today, we talk about market dips, GFC flashbacks, and rate-driven standstills. But none of this compares to what we endured in the early 90s. Deals weren’t just hard to get, they literally didn’t exist. But we didn’t fold. We stayed in the pocket. And over time, opportunity came roaring back. So, if you're questioning your path because the wind isn't at your back right now... don't. Your perseverance is compounding. Keep moving. Keep building. The market will turn. The real question is: Will you still be standing when it does? Thanks to Yaakov Kanevsky - Baltimore Real Estate Advisor, Multifamily Real Estate Advisor, for having me on the Baltimore RE Full Circle podcast.
0:47

There was a time when we nearly went bankrupt. Not once, multiple times. We were swiping credit cards to make payroll. Scrambling for loans. Doing whatever it took to stay in the game. The early years of building our firm weren’t glamorous. They were gritty. Ugly, even. But it was during one of the worst economic periods—the Savings and Loan Crisis—when the market was frozen, banks weren’t selling paper, and opportunity felt extinct, that we learned the most important lesson of all: Perseverance is the real capital. It’s easy to believe that economic success follows a straight line. The media loves a “skyrocket” story. But it's never that clear-cut or simple. Survival is underrated. The firms and individuals who make it through the lean years by grinding, innovating, and refusing to give up, emerge stronger, smarter, and more dangerous (in a good way) than ever before. Today, we talk about market dips, GFC flashbacks, and rate-driven standstills. But none of this compares to what we endured in the early 90s. Deals weren’t just hard to get, they literally didn’t exist. But we didn’t fold. We stayed in the pocket. And over time, opportunity came roaring back. So, if you're questioning your path because the wind isn't at your back right now... don't. Your perseverance is compounding. Keep moving. Keep building. The market will turn. The real question is: Will you still be standing when it does? Thanks to Yaakov Kanevsky - Baltimore Real Estate Advisor, Multifamily Real Estate Advisor, for having me on the Baltimore RE Full Circle podcast.

Bob Knakal | NYC Investment Sales

11,198 次观看 • 9 个月前

𝐓𝐡𝐞 𝟐𝟎𝟐𝟔 𝐖𝐨𝐫𝐥𝐝 𝐂𝐮𝐩 𝐰𝐢𝐥𝐥 𝐠𝐞𝐧𝐞𝐫𝐚𝐭𝐞 𝐦𝐨𝐫𝐞 𝐩𝐫𝐞𝐝𝐢𝐜𝐭𝐢𝐨𝐧 𝐚𝐜𝐭𝐢𝐯𝐢𝐭𝐲 𝐭𝐡𝐚𝐧 𝐚𝐧𝐲 𝐬𝐩𝐨𝐫𝐭𝐢𝐧𝐠 𝐞𝐯𝐞𝐧𝐭 𝐢𝐧 𝐡𝐢𝐬𝐭𝐨𝐫𝐲. Most people will use sportsbooks. A few will discover something better. Here's why the World Cup is actually Pots Market Market biggest moment. Every match carries dozens of predictable outcomes, not just who wins, but scorelines, goalscorers, red cards, halftime leads, VAR decisions. Traditional sportsbooks will process billions in bets. And keep most of it. Here is the problem with sportsbooks that nobody talks about: They set the odds. Not the market. Which means the house always has an edge baked in before you place a single bet. You're not trading against the market, you're trading against a company whose entire business model depends on you losing. That's not a prediction market. That's a casino with a football shirt on. Prediction markets are different. The odds aren't set by a company. They're set by the collective intelligence of everyone participating. When millions of people put real money behind their beliefs, the market finds truth faster than any analyst, pundit, or algorithm working alone. This is why prediction markets outperform polls, pundits, and press releases, every single time. Now here's where POTS Market changes the game entirely. Pots Money has a dedicated sports vertical, built specifically for football, basketball, and esports. Not a generic market with a football category tucked in the corner. A tailored module optimized for the way sports prediction actually works, short windows, live data, rapid settlement. 64 World Cup matches = 64 live prediction markets. Each one open, on-chain, transparent. But the real edge is not the markets themselves. It's the capital layer underneath them. On a traditional sportsbook, every bet locks your full stake. You place £100, that £100 is gone until settlement. POTS Money changes this. The DeFi lending primitive means you can collateralize positions and optimize capital across multiple markets simultaneously, without locking up dead capital on each one. That's not betting. That's portfolio management. And then there's the AI layer. Via MCP (Model Context Protocol), you can deploy autonomous trading agents that monitor live match data and execute positions based on your pre-set strategy. Imagine this: Agent monitors possession stats in real time Detects a momentum shift at the 60th minute Auto-places a position on the next goalscorer market before the crowd even reacts 𝙏𝙝𝙖𝙩'𝙨 𝙣𝙤𝙩 𝙖 𝙥𝙧𝙚𝙙𝙞𝙘𝙩𝙞𝙤𝙣. 𝙏𝙝𝙖𝙩'𝙨 𝙖𝙣 𝙚𝙙𝙜𝙚 Compare the two worlds side by side: Sportsbook: ❌ House sets the odds ❌ Geo-restricted ❌ Capital locked per bet ❌ No automation ❌ Withdraw only when they allow it POTS Market: ✅ Market sets the odds ✅ Open and on-chain ✅ Capital efficient via DeFi lending ✅ AI agents execute your strategy ✅ Fully collateralized, transparent settlement One of these is built for the next decade. The other is built for the last one. The timing is not a coincidence. POTS Market launches Q2 2026, right as World Cup fever peaks globally. Q1 2026 — MVP + Polymarket integration ✅ Q2 2026 — Market Launch + DeFi lending beta 👈 we are here Q3-Q4 2026 — Skill Hub + Sub-accounts 2027+ — DAO governance + cross-chain The infrastructure is ready exactly when the biggest prediction event on earth arrives. That's timing. The 2026 World Cup will mint the first generation of serious prediction market traders. Most will start on sportsbooks. The ones who do their research will end up on POTS. From trusting the house to trusting the market. From locked capital to capital efficiency. From punting to positioning. Pots Market Pots Money, the World Cup just became a DeFi event.
3:28

𝐓𝐡𝐞 𝟐𝟎𝟐𝟔 𝐖𝐨𝐫𝐥𝐝 𝐂𝐮𝐩 𝐰𝐢𝐥𝐥 𝐠𝐞𝐧𝐞𝐫𝐚𝐭𝐞 𝐦𝐨𝐫𝐞 𝐩𝐫𝐞𝐝𝐢𝐜𝐭𝐢𝐨𝐧 𝐚𝐜𝐭𝐢𝐯𝐢𝐭𝐲 𝐭𝐡𝐚𝐧 𝐚𝐧𝐲 𝐬𝐩𝐨𝐫𝐭𝐢𝐧𝐠 𝐞𝐯𝐞𝐧𝐭 𝐢𝐧 𝐡𝐢𝐬𝐭𝐨𝐫𝐲. Most people will use sportsbooks. A few will discover something better. Here's why the World Cup is actually Pots Market Market biggest moment. Every match carries dozens of predictable outcomes, not just who wins, but scorelines, goalscorers, red cards, halftime leads, VAR decisions. Traditional sportsbooks will process billions in bets. And keep most of it. Here is the problem with sportsbooks that nobody talks about: They set the odds. Not the market. Which means the house always has an edge baked in before you place a single bet. You're not trading against the market, you're trading against a company whose entire business model depends on you losing. That's not a prediction market. That's a casino with a football shirt on. Prediction markets are different. The odds aren't set by a company. They're set by the collective intelligence of everyone participating. When millions of people put real money behind their beliefs, the market finds truth faster than any analyst, pundit, or algorithm working alone. This is why prediction markets outperform polls, pundits, and press releases, every single time. Now here's where POTS Market changes the game entirely. Pots Money has a dedicated sports vertical, built specifically for football, basketball, and esports. Not a generic market with a football category tucked in the corner. A tailored module optimized for the way sports prediction actually works, short windows, live data, rapid settlement. 64 World Cup matches = 64 live prediction markets. Each one open, on-chain, transparent. But the real edge is not the markets themselves. It's the capital layer underneath them. On a traditional sportsbook, every bet locks your full stake. You place £100, that £100 is gone until settlement. POTS Money changes this. The DeFi lending primitive means you can collateralize positions and optimize capital across multiple markets simultaneously, without locking up dead capital on each one. That's not betting. That's portfolio management. And then there's the AI layer. Via MCP (Model Context Protocol), you can deploy autonomous trading agents that monitor live match data and execute positions based on your pre-set strategy. Imagine this: Agent monitors possession stats in real time Detects a momentum shift at the 60th minute Auto-places a position on the next goalscorer market before the crowd even reacts 𝙏𝙝𝙖𝙩'𝙨 𝙣𝙤𝙩 𝙖 𝙥𝙧𝙚𝙙𝙞𝙘𝙩𝙞𝙤𝙣. 𝙏𝙝𝙖𝙩'𝙨 𝙖𝙣 𝙚𝙙𝙜𝙚 Compare the two worlds side by side: Sportsbook: ❌ House sets the odds ❌ Geo-restricted ❌ Capital locked per bet ❌ No automation ❌ Withdraw only when they allow it POTS Market: ✅ Market sets the odds ✅ Open and on-chain ✅ Capital efficient via DeFi lending ✅ AI agents execute your strategy ✅ Fully collateralized, transparent settlement One of these is built for the next decade. The other is built for the last one. The timing is not a coincidence. POTS Market launches Q2 2026, right as World Cup fever peaks globally. Q1 2026 — MVP + Polymarket integration ✅ Q2 2026 — Market Launch + DeFi lending beta 👈 we are here Q3-Q4 2026 — Skill Hub + Sub-accounts 2027+ — DAO governance + cross-chain The infrastructure is ready exactly when the biggest prediction event on earth arrives. That's timing. The 2026 World Cup will mint the first generation of serious prediction market traders. Most will start on sportsbooks. The ones who do their research will end up on POTS. From trusting the house to trusting the market. From locked capital to capital efficiency. From punting to positioning. Pots Market Pots Money, the World Cup just became a DeFi event.

KIMMY OF GOOD LIFE 😍

21,257 次观看 • 1 个月前

TO MY LEFT: Candace’s DREAM and the Left-Side Mic Receiver—CONNECTING the PETN Blast to Candace Owens` Dream It is becoming undeniably apparent: Charlie Kirk was not killed by a distant rifle. He was killed by a PETN explosion triggered from within his own equipment. ⚡️🕵️‍♂️ While others are focused on the lapel mic clipped to his collar, they’re looking at the wrong device. The real weapon was the Microphone Receiver hidden under Charlie’s shirt, clipped to his belt on his LEFT side. The Physics of the Blast: If you watch the footage closely—especially the side-angle—the truth reveals itself in the milliseconds before the tragedy. You don't see a bullet impact; you see an internal triggering event. The shirt suddenly puffs outward from the waist. A distinct burst of air and pressure exits through Charlie’s left sleeve. The belt-mounted receiver was perfectly, lethally aligned with the entry wound on Charlie’s neck. The "Candace" Prophecy: This isn't just theory—it’s what Charlie himself warned us about. Remember Candace Owens’ recurring dream? In her vision of Charlie in Israel, he told her the most chilling words of this entire investigation: "They’re hiding what really happened to me... to my LEFT." Something placed to the left of him under that tent is the smoking gun. While the FBI ignores the premonition's of his death and the Gear team’s suspicious tech setup, the physical evidence of that sleeve-puff and the alignment of that receiver tell the real story. They didn't just want him gone; they wanted a digital execution masked as a "lone wolf" shooting. It’s time to look LEFT.
2:27

TO MY LEFT: Candace’s DREAM and the Left-Side Mic Receiver—CONNECTING the PETN Blast to Candace Owens` Dream It is becoming undeniably apparent: Charlie Kirk was not killed by a distant rifle. He was killed by a PETN explosion triggered from within his own equipment. ⚡️🕵️‍♂️ While others are focused on the lapel mic clipped to his collar, they’re looking at the wrong device. The real weapon was the Microphone Receiver hidden under Charlie’s shirt, clipped to his belt on his LEFT side. The Physics of the Blast: If you watch the footage closely—especially the side-angle—the truth reveals itself in the milliseconds before the tragedy. You don't see a bullet impact; you see an internal triggering event. The shirt suddenly puffs outward from the waist. A distinct burst of air and pressure exits through Charlie’s left sleeve. The belt-mounted receiver was perfectly, lethally aligned with the entry wound on Charlie’s neck. The "Candace" Prophecy: This isn't just theory—it’s what Charlie himself warned us about. Remember Candace Owens’ recurring dream? In her vision of Charlie in Israel, he told her the most chilling words of this entire investigation: "They’re hiding what really happened to me... to my LEFT." Something placed to the left of him under that tent is the smoking gun. While the FBI ignores the premonition's of his death and the Gear team’s suspicious tech setup, the physical evidence of that sleeve-puff and the alignment of that receiver tell the real story. They didn't just want him gone; they wanted a digital execution masked as a "lone wolf" shooting. It’s time to look LEFT.

Project Constitution

199,771 次观看 • 3 个月前

Told Christina Macfarlane CNN International: A. The tensions we've seen over the last few hours are driven not only by the deep mistrust between the parties. The fact that the negotiations are not being conducted directly means that each side is trying to maximize its public achievements while inflating the costs it is supposedly being asked to pay. B. At the end of the day, the parties are closer to an agreement than ever before because neither side particularly likes its alternatives. Despite the public drama and the tough rhetoric, there is a strong incentive to reach a deal. That said, it is important to acknowledge that such an agreement would effectively strengthen the very regime that both Israel and the United States were seeking to weaken only a few months ago . C. Reaching a comprehensive nuclear agreement within 60 days will be an extremely difficult task. We should also keep in mind that as time passes, the United States may lose some of its leverage over Iran. As a result, even if the parties reach a framework understanding in the coming weeks, there is no guarantee they will be able to translate it into a final, detailed agreement. #iran
4:41

Told Christina Macfarlane CNN International: A. The tensions we've seen over the last few hours are driven not only by the deep mistrust between the parties. The fact that the negotiations are not being conducted directly means that each side is trying to maximize its public achievements while inflating the costs it is supposedly being asked to pay. B. At the end of the day, the parties are closer to an agreement than ever before because neither side particularly likes its alternatives. Despite the public drama and the tough rhetoric, there is a strong incentive to reach a deal. That said, it is important to acknowledge that such an agreement would effectively strengthen the very regime that both Israel and the United States were seeking to weaken only a few months ago . C. Reaching a comprehensive nuclear agreement within 60 days will be an extremely difficult task. We should also keep in mind that as time passes, the United States may lose some of its leverage over Iran. As a result, even if the parties reach a framework understanding in the coming weeks, there is no guarantee they will be able to translate it into a final, detailed agreement. #iran

Danny (Dennis) Citrinowicz ,داني سيترينوفيتش

19,372 次观看 • 1 个月前

sharing 5 key takeaways from building pie.fun and winning at the Solana seoulana hackathon 1. validate and sharpen what we’re building Jesse | sanctum ☁️🇺🇸 told us that “real value of hackathon is validating your product” so over 3 days, we pitched pie.fun to dozens of people in 10+ versions and got to see what resonated the most. as a way for normies to trade more easily and traders/influencers to turn their thesis into investable products — was validated and that felt good 2. momentum rather than perfection multichain baskets have always been on our roadmap — Seoulana’s special track with Wormhole gave us the push to finally dive in. wormhole's infra was solid 👍 no way we could’ve shipped multichain in 2 days without it 😂 of course, we had plenty of bugs (we submitted 5 minutes before the deadline lol) but the whole point of hacking is PUSHING TO THE LIMIT without the fear of failing. fortunately, pie.fun won 1st place in Wormhole track 🫡 3. new protocols = new perspectives when you’re deep in your own build, it’s easy to lose sight of what’s happening elsewhere. thanks to Seoulana we explored every track — NCN, zBTC, LSTs. talking to sang.sol | Fragmetric Justin moonman opened doors we didn’t even know were there. is just getting started — so excited to keep integrating, learning, and building with folks like them. 4. building is good. building together is even better 250+ builders, side by side, building all night. team Trepa flying in from overseas and pulled two all-nighters. seeing that level of commitment pushed our team to go harder as well. Solana is about building — and this weekend reminded us why we’re here. 5. more conviction than ever isn’t a side project. we’re here to build — and to stay. we want to make it easy for normies to get exposure to crypto narratives and people with alphas to let the world follow them. curated, simple, onchain ETFs — that’s the vision. and we’re just getting started. Lastly, shoutout to those we’re grateful for ❤️ 1. Anh Tran for showing us how great Superteam network is from the very beginning and leading us up to this point 🥰 2. Superteam Korea @scottleestkr Julia Kim for pulling this off. seoulana had the best environment to build and invited the best founders 👍 3. James Kim | Superteam KR for pushing us to participate (best decision ever) and introducing us to the world of Wormhole 4. @deepdownbelow13 Boosik | Orca 🌊 Michael Ho for giving us the best feedback from user and builder perspective 🙌 5. Chaerin Kim always there to help us untangle some tricky Solana bits 👩‍💻 Seoulana reminded us there’s a whole world of builders out there. we’re proud to be in that mix. 🥧 more to come.
1:05

sharing 5 key takeaways from building pie.fun and winning at the Solana seoulana hackathon 1. validate and sharpen what we’re building Jesse | sanctum ☁️🇺🇸 told us that “real value of hackathon is validating your product” so over 3 days, we pitched pie.fun to dozens of people in 10+ versions and got to see what resonated the most. as a way for normies to trade more easily and traders/influencers to turn their thesis into investable products — was validated and that felt good 2. momentum rather than perfection multichain baskets have always been on our roadmap — Seoulana’s special track with Wormhole gave us the push to finally dive in. wormhole's infra was solid 👍 no way we could’ve shipped multichain in 2 days without it 😂 of course, we had plenty of bugs (we submitted 5 minutes before the deadline lol) but the whole point of hacking is PUSHING TO THE LIMIT without the fear of failing. fortunately, pie.fun won 1st place in Wormhole track 🫡 3. new protocols = new perspectives when you’re deep in your own build, it’s easy to lose sight of what’s happening elsewhere. thanks to Seoulana we explored every track — NCN, zBTC, LSTs. talking to sang.sol | Fragmetric Justin moonman opened doors we didn’t even know were there. is just getting started — so excited to keep integrating, learning, and building with folks like them. 4. building is good. building together is even better 250+ builders, side by side, building all night. team Trepa flying in from overseas and pulled two all-nighters. seeing that level of commitment pushed our team to go harder as well. Solana is about building — and this weekend reminded us why we’re here. 5. more conviction than ever isn’t a side project. we’re here to build — and to stay. we want to make it easy for normies to get exposure to crypto narratives and people with alphas to let the world follow them. curated, simple, onchain ETFs — that’s the vision. and we’re just getting started. Lastly, shoutout to those we’re grateful for ❤️ 1. Anh Tran for showing us how great Superteam network is from the very beginning and leading us up to this point 🥰 2. Superteam Korea @scottleestkr Julia Kim for pulling this off. seoulana had the best environment to build and invited the best founders 👍 3. James Kim | Superteam KR for pushing us to participate (best decision ever) and introducing us to the world of Wormhole 4. @deepdownbelow13 Boosik | Orca 🌊 Michael Ho for giving us the best feedback from user and builder perspective 🙌 5. Chaerin Kim always there to help us untangle some tricky Solana bits 👩‍💻 Seoulana reminded us there’s a whole world of builders out there. we’re proud to be in that mix. 🥧 more to come.

pepper

14,055 次观看 • 1 年前

PRESS RELEASE: Canyon, Texas — March 5, 2026 the category-defining global domain acquired by Texas Slim, today announced it is building the first dedicated digital infrastructure network for the global beef industry — connecting ranchers directly to pricing, payment, and market settlement for the first time at scale. This is not an e-commerce launch. It is infrastructure. American ranchers operate inside a system built against them — opaque pricing, slow payments, and middlemen extracting margin at every step. is being built to change that structure, not work around it. The platform is designed to do something the beef industry has never had: a single, transparent layer where product moves, prices are verified, and ranchers get paid faster — backed by real assets. is now engaging institutional investors, infrastructure capital, fintech partners, and agricultural stakeholders to participate in Phase I deployment. Platform Architecture is being architected as: • A real-time Beef Index enabling transparent price discovery • A rancher-direct routing system reducing intermediary bottlenecks • A digitally secured settlement layer compressing payment cycles • A Strategic Beef Reserve designed to buffer supply disruptions • A digital provenance system verifying origin and production data At scale, the platform functions as exchange-grade infrastructure supporting routing, liquidity management, and reserve coordination. Market Structure & Settlement The Beef Index establishes verified, quality-based pricing with capital routed directly to producers — cutting out the opacity that has defined agricultural markets for generations. The settlement framework modernizes agricultural clearing by reducing lag, limiting counterparty friction, and strengthening working capital stability for ranchers. The Strategic Beef Reserve provides structured inventory coordination designed to stabilize supply during periods of market stress. Capital Formation: Phase I Infrastructure Raise has initiated discussions for a $25 million Phase I infrastructure securitization to fund deployment of its routing and settlement architecture. Phase I capital will support: • Exchange architecture development • Rancher-direct routing integration • Regulatory and compliance alignment • Institutional pilot execution • Operational onboarding and scalability This is infrastructure capital directed toward measurable transaction flow improvement within defined regional corridors of the U.S. beef market. Upon validation and expanded adoption, subsequent phases are expected to extend routing nationally and integrate broader liquidity participation. Qualified institutional investors and accredited strategic partners are invited to request private offering materials and schedule executive briefings regarding Phase I participation. Market Positioning controls the definitive global domain within a $500B+ industry and is being developed as the foundational coordination layer for pricing, routing, settlement, and reserve infrastructure. is being valued and built like exchange infrastructure — comparable to financial clearing platforms — not as a consumer food brand. This represents base-layer infrastructure ownership in one of the world’s most essential industries. Executive Statement “This isn’t about launching a website,” said Texas Slim. “It’s about rebuilding how product and capital move through the beef economy. When routing is verified and settlement is efficient, the foundation strengthens.” About is being developed as digital infrastructure for the global beef industry, focused on verified routing, transparent pricing, and modernized settlement systems. It is not retail. It is infrastructure. Texas Slim™ Stacy Herbert 🇸🇻🚀
2:38

PRESS RELEASE: Canyon, Texas — March 5, 2026 the category-defining global domain acquired by Texas Slim, today announced it is building the first dedicated digital infrastructure network for the global beef industry — connecting ranchers directly to pricing, payment, and market settlement for the first time at scale. This is not an e-commerce launch. It is infrastructure. American ranchers operate inside a system built against them — opaque pricing, slow payments, and middlemen extracting margin at every step. is being built to change that structure, not work around it. The platform is designed to do something the beef industry has never had: a single, transparent layer where product moves, prices are verified, and ranchers get paid faster — backed by real assets. is now engaging institutional investors, infrastructure capital, fintech partners, and agricultural stakeholders to participate in Phase I deployment. Platform Architecture is being architected as: • A real-time Beef Index enabling transparent price discovery • A rancher-direct routing system reducing intermediary bottlenecks • A digitally secured settlement layer compressing payment cycles • A Strategic Beef Reserve designed to buffer supply disruptions • A digital provenance system verifying origin and production data At scale, the platform functions as exchange-grade infrastructure supporting routing, liquidity management, and reserve coordination. Market Structure & Settlement The Beef Index establishes verified, quality-based pricing with capital routed directly to producers — cutting out the opacity that has defined agricultural markets for generations. The settlement framework modernizes agricultural clearing by reducing lag, limiting counterparty friction, and strengthening working capital stability for ranchers. The Strategic Beef Reserve provides structured inventory coordination designed to stabilize supply during periods of market stress. Capital Formation: Phase I Infrastructure Raise has initiated discussions for a $25 million Phase I infrastructure securitization to fund deployment of its routing and settlement architecture. Phase I capital will support: • Exchange architecture development • Rancher-direct routing integration • Regulatory and compliance alignment • Institutional pilot execution • Operational onboarding and scalability This is infrastructure capital directed toward measurable transaction flow improvement within defined regional corridors of the U.S. beef market. Upon validation and expanded adoption, subsequent phases are expected to extend routing nationally and integrate broader liquidity participation. Qualified institutional investors and accredited strategic partners are invited to request private offering materials and schedule executive briefings regarding Phase I participation. Market Positioning controls the definitive global domain within a $500B+ industry and is being developed as the foundational coordination layer for pricing, routing, settlement, and reserve infrastructure. is being valued and built like exchange infrastructure — comparable to financial clearing platforms — not as a consumer food brand. This represents base-layer infrastructure ownership in one of the world’s most essential industries. Executive Statement “This isn’t about launching a website,” said Texas Slim. “It’s about rebuilding how product and capital move through the beef economy. When routing is verified and settlement is efficient, the foundation strengthens.” About is being developed as digital infrastructure for the global beef industry, focused on verified routing, transparent pricing, and modernized settlement systems. It is not retail. It is infrastructure. Texas Slim™ Stacy Herbert 🇸🇻🚀

Beef Support | BeefMaps.com

261,426 次观看 • 4 个月前

WATCH IT TO BELIEVE IT 📽️ The render distance on the FSD visualization is absolutely mind-blowing when you actually pinch to zoom out 🔥 We spend so much time focusing on how the car handles the immediate space around it, but this clip shows the sheer scale of the environment Tesla Vision is mapping in real-time 🔥 Even while crawling in stop-and-go traffic under 15mph, the system isn't just locked onto the lead vehicle. It's holding stable bounding boxes for dozens of cars and accurately tracking a semi-truck way down the road 🔥 This macro-level tracking is what allows the stack to be predictive instead of just reactive. By analyzing the broader traffic flow, the car can anticipate stops and optimize efficiency long before a human driver would even tap the brakes. The inference required to maintain object permanence and spatial awareness at this massive distance purely from photon-in to control-out shows the raw power of the FSD compute 🔥 And the craziest part is that all of these capabilities are happening right now on current AI4 hardware. As the stack eventually evolves toward AI5, the fidelity of this distant mapping is only going to get crazier 🔥
0:22

WATCH IT TO BELIEVE IT 📽️ The render distance on the FSD visualization is absolutely mind-blowing when you actually pinch to zoom out 🔥 We spend so much time focusing on how the car handles the immediate space around it, but this clip shows the sheer scale of the environment Tesla Vision is mapping in real-time 🔥 Even while crawling in stop-and-go traffic under 15mph, the system isn't just locked onto the lead vehicle. It's holding stable bounding boxes for dozens of cars and accurately tracking a semi-truck way down the road 🔥 This macro-level tracking is what allows the stack to be predictive instead of just reactive. By analyzing the broader traffic flow, the car can anticipate stops and optimize efficiency long before a human driver would even tap the brakes. The inference required to maintain object permanence and spatial awareness at this massive distance purely from photon-in to control-out shows the raw power of the FSD compute 🔥 And the craziest part is that all of these capabilities are happening right now on current AI4 hardware. As the stack eventually evolves toward AI5, the fidelity of this distant mapping is only going to get crazier 🔥

Ming

64,537 次观看 • 2 个月前